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# Tavily MCP Server > **Compatible with , , , , and any other MCP Clients!** > > Tavily MCP is also compatible with any MCP client > > on combining Tavily MCP with Neo4j MCP server! > > Integrating Tavily MCP with Cline in VS Code ( Demo + Example Use-Cases) > The Model Context Protocol (MCP) is an open standard that enables AI systems to interact seamlessly with
Google Maps Location services, directions, and place details # Google Maps MCP Server MCP Server for the Google Maps API. ## Tools 1. \`maps_geocode\` - Convert address to coordinates - Input: \`address\` (string) - Returns: location, formatted_address, place_id 2. \`maps_reverse_geocode\` - Convert coordinates to address - Inputs: - \`latitude\` (numb
# AgentQL MCP Server This is a Model Context Protocol (MCP) server that integrates 's data extraction capabilities. ## Features ### Tools - \`extract-web-data\` - extract structured data from a given 'url', using 'prompt' as a description of actual data and its fields to extract. ## Installation To use AgentQL MCP Server to extract data from web pages, you need to install it via
PayPal PayPal's official MCP server. Model Context Protocol (MCP) facilitates the management and transmission of relevant information to models, ensuring their effective operation within specified contexts. Leveraging this technology, PayPal developed an MCP server that enables merchants to interact with their preferred MCP clients using natural language. This functionality allows users to ef
Brave Search Web and local search using Brave's Search API # Brave Search MCP Server An MCP server implementation that integrates the Brave Search API, providing both web and local search capabilities. ## Features - **Web Search**: General queries, news, articles, with pagination and freshness controls - **Local Search**: Find businesses, restaurants, and services with detailed infor
Prisma Quickstart • Website • Docs • Examples • Blog • Discord • Twitter • Youtube ## What is Prisma? Prisma ORM is a **next-generation ORM** that consists of these tools: - : Auto-generated and type-safe query builder for Node.js & TypeScript - : Declarative data modeling &
ActionKit by Paragon Connect to 130+ SaaS integrations with Paragon’s ActionKit API. The embedded integration platform for developers. --- # Paragon MCP Server A server implementation for Model Context Protocol (MCP) that integrates with , an API by Paragon that provides access to prebuilt actions for 130+ integrations to your users' SaaS applications. ##
Puppeteer Browser automation and web scraping # Puppeteer A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment. ## Components ### Tools - **puppeteer_navigate** - Navigate to any URL in the browser - Inputs:
# Elasticsearch/OpenSearch MCP Server ](https://mseep.ai/app/cr7258-elasticsearch-mcp-server) ## Overview A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. This server enables searching documents, analyzing indices, and managing cluster through a set of tools. ## Demo https://github.com/user-attachments/assets/f7409e31-fac4-4321-9c
# AWS MCP Servers A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP. ](https://github.com/awslabs/mcp) ](LICENSE) ](https://app.codecov.io/gh/awslabs/mcp) ](https://scorecard.dev/viewer/?uri=github.com/awslabs/mcp) ## Table of Contents - - - - - - - - - - - -
Recraft MCP Server This is an MCP () server integrating MCP clients with 's raster- and vector-image operations: - raster and vector image generation - raster and vector image editing - creating custom styles and generating images in them - vectorization of raster images - background removal and replacement - upscaling of raster images
Fetch Web content fetching and conversion for efficient LLM usage # Fetch MCP Server A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption. The fetch tool will truncate the response, but by using the \`start_index\` argument, you can speci
# Firecrawl MCP Server A Model Context Protocol (MCP) server implementation that integrates with for web scraping capabilities. > Big thanks to , for the initial implementation! ## Features - Web scraping, crawling, and discovery - Search and content extraction - Deep research and batch scraping - Automatic retries and rate limiting - Cloud and self-hosted support - SSE suppor
Bridge LLMs with the APISIX Admin API to manage and analyze API gateway information.
# AI Agent Marketplace Index Search MCP Server MCP Server for AI Agent Marketplace Index from DeepNLP, , allowing AI assistants to searches available AI agents Navigation Page function, tools or use cases by "keywords" or "category". such as find all the "AI coding agents", "GUI AI Agents", "Mobile Use Agent", "Desktop Use Agent", etc. ## Features - Search AI Agents by query or category, find a
Filesystem Secure file operations with configurable access controls # Filesystem MCP Server Node.js server implementing Model Context Protocol (MCP) for filesystem operations. ## Features - Read/write files - Create/list/delete directories - Move files/directories - Search files - Get file metadata **Note**: The server will only allow operations within directories specified via
Sequential Thinking Dynamic and reflective problem solving through thought sequences # Sequential Thinking MCP Server An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process. ## Features - Break down complex problems into manageable steps - Revise and refine thoughts as understanding deepens - Branch into alt
MCP 计算工具 一个提供高级数学和金融计算工具的模型上下文协议（MCP）服务器，用于与像 Cline 和 Roo Code 这样的 AI 代码助手集成。 概述 MCP 计算工具通过一个标准化接口暴露数学计算能力，AI 助手可以与其交互。这使得 AI 工具能够执行复杂的计算，而无需直接实现数学算法。 功能 数学工具 符号微积分 derivative: 计算表达式的符号导数 integral: 计算符号积分 limit: 评估变量接近指定值时的极限 solve: 解方程以求解特定变量 数值方法 riemann_sum: 使用多种方法（左、右、中点、梯形）通过黎曼和计算定积分 darboux_sum: 计算上达布和下达布和以近似积分 area: 计算两点之间的曲线下面积 volume: 计算绕 x 轴旋转的体积 数学变换 laplace_transform: 计算函数的拉普拉斯
](https://mseep.ai/app/icraft2170-youtube-data-mcp-server) # YouTube MCP Server ](https://smithery.ai/server/@icraft2170/youtube-data-mcp-server) A Model Context Protocol (MCP) server implementation utilizing the YouTube Data API. It allows AI language models to interact with YouTube content through a standardized interface. ## Key Features ### Video Information * Retrieve detailed video infor
# Linear MCP Integration Server ](https://smithery.ai/server/@skspade/mcp-linear-management-server) This server provides Linear integration capabilities through the Model Context Protocol (MCP). It allows AI models to interact with Linear for issue tracking and project management. ## Features The server provides the following tools through the MCP interface: ### linear_create_issue Creates a
Official
# Freshservice MCP Server ](https://smithery.ai/server/@effytech/freshservice_mcp) ## Overview A powerful MCP (Model Control Protocol) server implementation that seamlessly integrates with Freshservice, enabling AI models to interact with Freshservice modules and perform various IT service management operations. This integration bridge empowers your AI assistants to manage and resolve IT servic
# shadcn-ui MCP Server MCP server for shadcn/ui component references This is a TypeScript-based MCP server that provides reference information for shadcn/ui components. It implements a Model Context Protocol (MCP) server that helps AI assistants access shadcn/ui component documentation and examples. ## Features ### Tools - \`list_shadcn_components\` - Get a list of all available shadcn/ui com
# Feishu/Lark OpenAPI MCP ](https://www.npmjs.com/package/@larksuiteoapi/lark-mcp) ](https://www.npmjs.com/package/@larksuiteoapi/lark-mcp) ](https://nodejs.org/) English | > **⚠️ Beta Version Notice**: This tool is currently in Beta stage. Features and APIs may change, so please stay updated with version releases. This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool de
# MongoDB MCP Server A Model Context Protocol (MCP) server that enables LLMs to connect MongoDB using . The server acts as a bridge between the LLM and the MongoDB database, allowing you to perform CRUD operations using natural language. ## Features - **MongoDB action**: Query Collection, Document and Index - **SSE Support**: Run MCP Server using Server-Sent Events (SSE) ## Available Tools ##
# MCP Agile Flow ](https://yourusername.github.io/mcp-agile-flow/) A comprehensive system for managing AI-assisted agile development workflows with a modern, resource-based API using FastMCP. ## Status ✅ **Migration Complete**: The migration from legacy server to FastMCP implementation is fully complete. All legacy code and tests have been removed. ## Overview The MCP Agile Flow project uses
# OpenAI Image Generation MCP Server This project implements an MCP (Model Context Protocol) server that provides tools for generating and editing images using OpenAI's \`gpt-image-1\` model via the official Python SDK. ## Features This MCP server provides the following tools: * **\`generate_image\`**: Generates an image using OpenAI's \`gpt-image-1\` model based on a text prompt and saves i
](https://pkg.go.dev/github.com/metoro-io/metoro-mcp-server) ](https://goreportcard.com/report/github.com/metoro-io/metoro-mcp-server) # metoro-mcp-server This repository contains th Metoro MCP (Model Context Protocol) Server. This MCP Server allows you to interact with your Kubernetes cluster via the Claude Desktop App! ## What is MCP (Model Context Protocol)? You can read more
# Semgrep MCP Server ](https://lmstudio.ai/install-mcp?name=semgrep&config=eyJ1cmwiOiJodHRwczovL21jcC5zZW1ncmVwLmFpL21jcCIsImhlYWRlcnMiOnsiQXV0aG9yaXphdGlvbiI6IkJlYXJlciA8WU9VUl9IRl9UT0tFTj4ifX0%3D) ](cursor://anysphere.cursor-deeplink/mcp/install?name=semgrep&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJzZW1ncmVw
# UnrealMCP Plugin # VERY WIP REPO I'm working on adding more tools now and cleaning up the codebase, I plan to allow for easy tool extension outside the main plugin This is very much a work in progress, and I need to clean up a lot of stuff!!!!! Also, I only use windows, so I don't know how this would be setup for mac/unix ## Overview UnrealMCP is an Unofficial Unreal Engine plugin designed
# ClickHouse MCP Server ](https://pypi.org/project/mcp-clickhouse) An MCP server for ClickHouse. ## Features ### Tools * \`run_select_query\` - Execute SQL queries on your ClickHouse cluster. - Input: \`sql\` (string): The SQL query to execute. - All ClickHouse queries are run with \`readonly = 1\` to ensure they are safe. * \`list_databases\` - List all databases on your ClickHouse
# STK-MCP ](https://www.python.org/downloads/) ](https://pypi.org/project/mcp/) STK-MCP is an MCP (Model Context Protocol) server designed to enable Large Language Models (LLMs) or other MCP clients to interact with (Systems Tool Kit) - the leading Digital Mission Engineering software. This project allows controlling STK Desktop via MCP tools, leveraging the STK Python API. It utilizes \`FastM
# KMB Bus MCP Server A Model Context Protocol (MCP) server that provides real-time access to Hong Kong's KMB (九龍巴士) and Long Win Bus (龍運巴士) route information and arrival times. This server enables Language Models to query Hong Kong bus service information to answer user questions about bus routes, stops, and estimated arrival times. ## Features - Real-time bus arrival information (ETA) - Compre
# Lightning Tools MCP Server Interact with lightning addresses and use other common lightning tools with your LLM. Works well combined with This MCP server uses the ## Quick Start ### Add to Claude Desktop Add this to your claude_desktop_config.json: \`\`\`json \{ "mcpServers": \{ "lightning-tools": \{ "command": "npx", "args": ["-y", "@getalby/lightning-tools-mcp-server"
# MCP-FREDAPI **FRED (Federal Reserve Economic Data) API integration with Model Context Protocol (MCP)** ## Table of Contents - - - - - - - - - - - - ## Introduction MCP-FREDAPI provides access to economic data from the Federal Reserve Bank of St. Louis (FRED) through the Model Context Protocol. This integration allows AI assistants like Claude to retrieve economic time seri
# gotoHuman MCP Server gotoHuman makes it easy to add **human approvals** to AI agents and agentic workflows. A fully-managed async human-in-the-loop workflow with a customizable approval UI. Enjoy built-in auth, webhooks, notifications, team features, and an evolving training dataset. Use our MCP server to request human approvals from your AI workflows via MCP or add it to your IDE to help
# ScreenshotOne MCP Server An official implementation of an server for . . ## Tools - \`render-website-screenshot\`: Render a screenshot of a website and returns it as an image. ## Usage ### Build it Always install dependencies and build it first: \`\`\`bash npm install && npm run build \`\`\` ### Get your ScreenshotOne API key Sign up at and get your API key. ### With Claude
# Crawl4AI MCP Server A Model Context Protocol (MCP) server implementation that integrates Crawl4AI with Cursor AI, providing web scraping and crawling capabilities as tools for LLMs in Cursor Composer's agent mode. ## System Requirements Python 3.10 or higher installed. ## Current Features - Single page scraping - Website crawling ## Installation Basic setup instructions also available in
# HDW MCP Server ](https://smithery.ai/server/@horizondatawave/hdw-mcp-server) A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API, enabling not only data retrieval but also robust management of user accounts. --- ## Features - **LinkedIn Users Search:** Filter and search for LinkedIn users by keywords, name
Integrates Claude Desktop with Neovim, enabling AI-enhanced coding assistance within the familiar Vim environment through direct interaction with buffers and commands.
# MCP LSP Go A Model Context Protocol (MCP) server that allows AI assistants like Claude to interact with Go's Language Server Protocol (LSP) and benefit from advanced Go code analysis features. ## Overview This MCP server helps AI assistants to: - Use LSP to analyze Go code - Navigate to definitions and find references - Check code diagnostics - Get hover information for symbols - Get complet
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大家在使用可灵AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用抖音的即梦AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用快手(Kuaishou Kwai)短视频的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用小红书(Xiaohongshu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的AI问答功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎(Zhihu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用京东(JD)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用淘宝(Taobao)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用支付宝(Alipay)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用拼多多(PPD Temu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用快手(Kuaishou)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用抖音(Douyin Tiktok)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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We are witnessing great success in recent development of generative Artificial Intelligence in many fields, such as AI assistant, Chatbot, AI Writer. Among all the AI native products, AI Search Engine such as Perplexity, Gemini and SearchGPT are most attrative to website owners, bloggers and web content publishers. AI Search Engine is a new tool to provide answers directly to users' questions (queries). In this blog, we will give some brief introduction to basic concepts of AI Search Engine, including Large Language Models (LLM), Retrieval-Augmented Generation(RAG), Citations and Sources. Then we will highlight some majors differences between traditional Search Engine Optimization (SEO) and Generative Engine Optimization(GEO). And then we will cover some latest research and strategies to help website owners or content publishers to better optimize their content in Generative AI Search Engines.
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We are seeing more applications of robotaxi and self-driving vehicles worldwide. Many large companies such as Waymo, Tesla and Baidu are accelerating their speed of robotaxi deployment in multiple cities. Some human drivers especially cab drivers worry that they will lose their jobs due to AI. They argue that the lower operating cost and AI can work technically 24 hours a day without any rest like human will have more competing advantage than humans. What do you think?